To understand better why IPPO performs outperforms other independent learning algorithms, including Independent Actor-Critic (IAC) [1]}, we investigate the performance of a number of ablations (see Figure REF ). We find that IPPO with neither policy nor value clipping, which corresponds to a variant of IAC [1]},
performs poorly across all six SMAC maps studied. Furthermore, we find that policy clipping is essential to performance.
